Journal

Build logs from the Major 7 Apps lab.

Deep dives on Capital Companion, MCP infrastructure, and the craft of building AI-native software across web and Apple platforms. Subscribe on sethhobson.com for long-form essays and release notes.

  • How to Build an MCP Stock Analysis Server

    Aug 24, 2025

    MaverickMCP rebuilds the tutorial stock-analysis server into a production platform with 29 tools, faster pipelines, and pro-grade developer experience.

    Model Context ProtocolAgentsTrading
  • How to Build a Powerful Stock Analysis MCP Server: 4 Advanced Features

    Mar 7, 2025

    Part 2 upgrades the MCP server with relative strength analytics, volume profiles, pattern detection, and risk tooling for serious traders.

    Model Context ProtocolTrading
  • How to Build the Ultimate MCP Stock Analysis Tool for AI Trading Success

    Jan 9, 2025

    Part 1 walks through standing up a Model Context Protocol server, wiring market data, and adding core technical indicators for AI-powered research.

    Model Context ProtocolTutorial
  • Meet Your Risk Management Match

    Dec 3, 2024

    Capital Companion introduces Risk Personas, portfolio heat-maps, and alerts tailored to conservative, balanced, or aggressive trading styles.

    Capital CompanionRisk
  • AI Trading Assistant: 3 New Smart Features

    Nov 11, 2024

    Capital Companion's AI trading assistant now speaks insights aloud, manages multi-device watchlists, and runs ML-powered sector scans for faster trade prep.

    Capital CompanionProduct Update